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In this segment from theCUBE + NYSE Wired’s AI Factories event, Eran Kirzner, founder and chief executive officer of Lightbits Labs, joins host John Furrier to discuss the critical role of software-defined storage in the next wave of AI infrastructure. As the industry pivots from massive training clusters to real-time inference, the demand for agility and low latency becomes paramount. Kirzner details how Lightbits Labs leverages NVMe over TCP to transform commodity hardware into high-performance, scalable storage systems, effectively replacing rigid appliances with flexible, cloud-native architectures. The conversation highlights the necessity of "feeding the beast" – ensuring expensive GPUs remain utilized through autonomous provisioning that reduces setup times from hours to mere minutes. The discussion delves further into maximizing data center efficiency, with Kirzner explaining how software-defined approaches allow for dynamic workload orchestration between training and inference tasks. He outlines how Lightbits helps enterprises and neo-clouds – such as Crusoe Cloud – reduce their storage footprint by up to 50% while maintaining high reliability and security standards. From the concept of the "AI Garage" to the complexities of multi-tenancy and hybrid cloud sovereignty, the interview explores how data-centric strategies are enabling organizations to optimize resource allocation, eliminate idle GPU cycles and build the resilient infrastructure required for the future of AI factories. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - Intro 00:06 - Foundations of Storage: From Introductions to Innovations 02:59 - Cloud Agility: Orchestrating Software-Defined Storage 06:40 - The Strategic Role of Storage and Agility 08:53 - Accelerating Autonomous Innovation in AI Factories 13:31 - Mid-sized Data Centers and Agility 15:45 - Software-Defined Solutions vs. Traditional Hardware 19:18 - Navigating the Future of AI: Challenges, Predictions, and Final Reflections #theCUBE #NYSEWired #theCUBEresearch #AIFactoriesDataCenters #LightbitsLabs #AIInfrastructure #SoftwareDefinedStorage